Responsible Machine Learning through the Lens of Causal Inference

Randomness-Aware Testing of Machine Learning-based Systems

Large-Scale Collaborative Data Management in Untrusted Environments

Black tie not optional: Why data collection instruments should be more formal

Structured Transformer Models for NLP

Measuring and Planning Motion in Robotics